乳腺癌治疗支付意愿研究数据集

数据集获取（Figshare）

• 源站标题：Dataset for WATP study: Willingness and ability to pay for breast cancer treatment among patients from Addis Ababa, Ethiopia: a cross-sectional study
• DOI：10.6084/m9.figshare.25370860.v2
• 发布日期：2024-03-08
• 文件数：1 个
• 文件总体积：21.51 KB
• 源站页面：https://figshare.com/articles/dataset/Dataset_for_WATP_study/25370860

命令行下载

curl -L -o "WATP_data.csv" "https://ndownloader.figshare.com/files/44938126"

文件清单

• WATP_data.csv（21.51 KB）

文件总体积 21.51 KB（源站 API 实测）。

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Dataset to original article published at PLoS One: Willingness and ability to pay for breast cancer treatment among patients from Addis Ababa, Ethiopia: a cross-sectional study
Breast cancer (BC) is the most common malignant neoplasm among women in Addis Ababa, Ethiopia. The willingness and ability to pay (WATP) for treatment is a contributing factor in the utilization of health care services. The World Health Organization Breast Cancer Initiative calls for 80% of patients to complete multimodality treatment and indicates payment as central factor to improve BC outcome. The objectives of this study are to identify how much female BC patients paid in Addis Ababa for BC treatment, their WATP for BC treatment, and the factors that affect WATP.
We collected data from 204 randomly selected BC patients who received treatment at one of four different health facilities (one public and three private) between April 2020 and January 2021. We used a structured questionnaire to assess their WATP for BC treatment. We used multivariable regression to investigate factors associated with patients’’ WATP.
Of interviewed patients, 146 (72%) were at reproductive age. Patients’ median expenditure for all BC treatment services was 336 US dollars (USD) in a public cancer center and 926 USD in privately owned health facilities. These amounts are in contrast with a reported WATP of 50 USD and 149 USD. WATP increased with increasing expenditure (OR 1.44; 95% CI 1.10 to 1.90 per 100 US), educational level (OR 1.37; 95% CI 1.02 to 1.84) and service quality (OR 1.33; 95% CI 1.03 to 1.71). In contrast, a monthly income increase by 100 USD corresponds to a 17 % decrease of WATP (OR 0.83; 95% CI 0.70 to 0.99).
We demonstrated that BC treatment was very expensive for patients, and the cost was much higher than their WATP. Thus, we suggest that BC should be included in both social and community-based health insurance plans and treatment fees should consider patients’ WATP.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.25370860.v2（source: https://figshare.com/articles/dataset/Dataset_for_WATP_study/25370860）。